Here are some projects made with Python and JavaScript (p5.js) related to artificial intelligence. Some of these projects are based in The Coding Train.
Note: I have not finished one folder called Perceptron, I was coding it in JavaScript.
- MazeGenerator
- GeneticAlgorithm
- Steering Behavior
- Search algorithms
- Bio-inspired Algorithms
- MLP Classifier
- Ending
- Author
This algorithm makes a new maze each time it runs. It uses the maze generation algorithm, you can find some information about it here.
This algorithm tries to get a string by evolving an initial population. I'\ll upload more examples about this topic overtime.
This algorithm is based in behaviors. Seek.
This folder contains some search algorithms like..
| Algorithms 💻 |
|---|
| 0️⃣ Breadth First Search (BFS) |
| 1️⃣ Depth First Search (DFS) |
| 2️⃣ Depth First Search Iterative (DFS-I) |
| 3️⃣ A* Search Algorithm |
| 4️⃣ Greedy Algorithm |
This folder contains bio-inspired algorithms like...
| Algorithms 💻 |
|---|
| 0️⃣ Hill Climbing |
| 1️⃣ Simulated Annealing |
| 2️⃣ Genetic Algorithm |
| 3️⃣ Ant Colony |
This project builds a multilayer perceptron trained with the dataset Website Phishing Data Set taken from UCI Machine Learning Repository.
If you want to improve this repository, please send a pull request and I will read your code. If I consider it helps then I will accept. Thanks for reading
- Camilo Laiton [CamiloLaiton]
If you want to communicate with me then go to my Github Account and there is my Instagram's profile. You can send me a message.
Spoken Languages 😊
- Spanish 🇪🇸
- English 🇺🇸
- French 🇫🇷
If you want to help with some exercises or if I have any mistake or you want to improve an algorithm, please contact me! I will be uptading this repository with new exercises and comments in the code.
See also the list of contributors who participated in this project.